Tseng HH - Search Results

1

Machine Learning and Imaging Informatics in Oncology.

Tseng HH, Wei L, Cui S, Luo Y, Ten Haken RK, El Naqa I. Tseng HH, et al. Oncology. 2020;98(6):344-362. doi: 10.1159/000493575. Epub 2018 Nov 23. Oncology. 2020. PMID: 30472716 Free PMC article. Review.

2

The Role of Machine Learning in Knowledge-Based Response-Adapted Radiotherapy.

Tseng HH, Luo Y, Ten Haken RK, El Naqa I. Tseng HH, et al. Front Oncol. 2018 Jul 27;8:266. doi: 10.3389/fonc.2018.00266. eCollection 2018. Front Oncol. 2018. PMID: 30101124 Free PMC article. Review.

3

Combining handcrafted features with latent variables in machine learning for prediction of radiation-induced lung damage.

Cui S, Luo Y, Tseng HH, Ten Haken RK, El Naqa I. Cui S, et al. Among authors: tseng hh. Med Phys. 2019 May;46(5):2497-2511. doi: 10.1002/mp.13497. Epub 2019 Apr 8. Med Phys. 2019. PMID: 30891794 Free PMC article.

4

Introduction to machine and deep learning for medical physicists.

Cui S, Tseng HH, Pakela J, Ten Haken RK, El Naqa I. Cui S, et al. Among authors: tseng hh. Med Phys. 2020 Jun;47(5):e127-e147. doi: 10.1002/mp.14140. Med Phys. 2020. PMID: 32418339 Free PMC article.

5

Balancing accuracy and interpretability of machine learning approaches for radiation treatment outcomes modeling.

Luo Y, Tseng HH, Cui S, Wei L, Ten Haken RK, El Naqa I. Luo Y, et al. Among authors: tseng hh. BJR Open. 2019 Jul 4;1(1):20190021. doi: 10.1259/bjro.20190021. eCollection 2019. BJR Open. 2019. PMID: 33178948 Free PMC article. Review.

6

Deep reinforcement learning for automated radiation adaptation in lung cancer.

Tseng HH, Luo Y, Cui S, Chien JT, Ten Haken RK, Naqa IE. Tseng HH, et al. Med Phys. 2017 Dec;44(12):6690-6705. doi: 10.1002/mp.12625. Epub 2017 Nov 14. Med Phys. 2017. PMID: 29034482 Free PMC article.

7

Radiomics in precision medicine for lung cancer.

Constanzo J, Wei L, Tseng HH, El Naqa I. Constanzo J, et al. Among authors: tseng hh. Transl Lung Cancer Res. 2017 Dec;6(6):635-647. doi: 10.21037/tlcr.2017.09.07. Transl Lung Cancer Res. 2017. PMID: 29218267 Free PMC article. Review.

8

Quantum-inspired algorithm for radiotherapy planning optimization.

Pakela JM, Tseng HH, Matuszak MM, Ten Haken RK, McShan DL, El Naqa I. Pakela JM, et al. Among authors: tseng hh. Med Phys. 2020 Jan;47(1):5-18. doi: 10.1002/mp.13840. Epub 2019 Nov 7. Med Phys. 2020. PMID: 31574176 Free PMC article.

9

A situational awareness Bayesian network approach for accurate and credible personalized adaptive radiotherapy outcomes prediction in lung cancer patients.

Luo Y, Jolly S, Palma D, Lawrence TS, Tseng HH, Valdes G, McShan D, Ten Haken RK, Ei Naqa I. Luo Y, et al. Among authors: tseng hh. Phys Med. 2021 Jul;87:11-23. doi: 10.1016/j.ejmp.2021.05.032. Epub 2021 Jun 4. Phys Med. 2021. PMID: 34091197 Free PMC article.

10

Should regional ventilation function be considered during radiation treatment planning to prevent radiation-induced complications?

Lan F, Jeudy J, Senan S, van Sornsen de Koste JR, D'Souza W, Tseng HH, Zhou J, Zhang H. Lan F, et al. Among authors: tseng hh. Med Phys. 2016 Sep;43(9):5072. doi: 10.1118/1.4960367. Med Phys. 2016. PMID: 27587037

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